Lung Nodules Detection System Using Support Vector Machine Classifier Combined Linear Discriminant Analysis-Based Feature Selection with Rule-Based Feature Pruning.
Haiying YuanChang LiuXun SunChangshi ZhouTong ZhengKai ZhangPublished in: J. Medical Imaging Health Informatics (2019)
Keyphrases
- support vector machine classifier
- linear discriminant analysis
- feature extraction
- feature selection
- dimensionality reduction
- feature set
- lung nodules
- discriminant analysis
- dimension reduction
- support vector machine
- support vector
- feature vectors
- random projections
- feature space
- svm classifier
- support vector machine svm
- principal component analysis
- preprocessing step
- face recognition
- feature subset
- discriminative features
- text categorization
- image classification
- high dimensionality
- image features
- high dimensional
- ct images
- low dimensional
- high dimensional data
- text classification
- classification accuracy
- pattern recognition
- kernel function
- model selection
- data mining
- object detection
- gabor filters
- semi supervised
- knn
- learning algorithm